Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "36"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 36 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 214 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 209 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 36, Node 3:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.396757 -0.983352 1.398109 1.097970 -0.567653 0.071625 -0.220707 0.378091 0.0806 0.0752 0.0073 1.250651 1.251320
2459593 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.090038 -1.452553 2.180569 0.707498 0.003315 0.422044 -0.906496 -0.597991 0.0913 0.0857 0.0100 1.229928 1.227971
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.686341 -0.675757 0.129744 -0.498762 -0.166210 0.557392 -1.896426 -0.058871 0.0280 0.0276 0.0006 nan nan
2459591 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.072171 -1.724707 2.769801 1.499540 -0.059621 0.263208 -1.211819 -0.334426 0.0905 0.0888 0.0118 1.192252 1.191909
2459590 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.158933 -1.347746 2.336858 0.873845 -0.028968 -0.093714 -0.831394 -0.013382 0.0938 0.0870 0.0121 1.235178 1.232897
2459589 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.148383 -1.615386 1.869355 0.698623 -0.030655 -0.485133 0.737673 -0.021853 0.0859 0.0755 0.0095 1.229216 1.228998
2459588 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.599867 -0.895122 2.725878 0.764442 -0.476203 -0.129729 -0.380518 -0.435670 0.0518 0.0656 0.0042 1.218426 1.216398
2459587 digital_ok 100.00% - - - 100.00% 0.00% 0.343004 -1.389096 5.054516 2.518009 2.239540 0.912839 -0.946688 0.328935 nan nan nan 4.742597 1.090199
2459586 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.158488 -0.954925 0.739154 -0.351054 -0.258026 -0.830762 -1.149024 -0.380678 0.0930 0.0798 0.0121 1.217626 1.218888
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.802090 -0.828779 0.678121 -0.505224 0.135268 -0.913328 -1.697221 -0.336008 0.0302 0.0306 0.0014 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.376645 0.585070 7.172106 2.653824 18.816724 9.900425 -0.293521 0.453148 0.0793 0.0710 0.0106 3.381914 0.849578
2459583 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.933695 -0.527798 3.769343 1.600324 1.145992 -0.264212 -1.113197 -0.469718 0.0939 0.0819 0.0128 1.329753 1.333241
2459582 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.898275 -0.703074 3.650232 1.425862 1.902764 0.258491 -0.724338 -0.528358 0.0559 0.0652 0.0043 1.261649 1.265232
2459581 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.154534 -0.537146 3.311513 1.772100 1.325073 0.478446 -1.090405 -0.666881 0.0907 0.0763 0.0116 1.186489 1.195325
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.170357 -0.281788 4.252675 1.894394 2.144775 0.315500 -0.923492 0.358891 0.0578 0.0674 0.0051 1.304690 1.306036
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.256911 -0.378617 4.883062 2.092113 1.900496 0.416754 -1.123485 0.305593 0.0910 0.0677 0.0105 1.241794 1.242111
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.004153 0.681916 0.618808 0.703753 -0.722906 1.035409 -0.542257 -0.548295 0.0284 0.0277 0.0006 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.853374 -0.770681 2.304442 0.834871 1.814416 -0.550388 -0.781688 -0.530361 0.0992 0.0717 0.0119 1.203451 1.206529
2459575 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.904022 -1.072129 2.472656 0.782053 1.533783 -0.271435 2.005543 0.316752 0.0952 0.0701 0.0084 0.000000 0.000000
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.757412 -0.852422 2.115586 0.587683 1.437947 0.207741 -1.057179 -0.753797 0.0921 0.0743 0.0112 1.223500 1.229764
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.449064 -0.654995 5.096201 2.405627 2.003915 -0.306872 -1.277672 -0.197094 0.0937 0.0756 0.0120 0.000000 0.000000
2459572 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.860545 -0.988615 2.354310 0.838013 1.142991 -0.351539 -1.139824 1.357606 0.0979 0.0824 0.0125 1.323349 1.327963
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.093729 0.657363 0.713644 0.626064 -0.159721 0.693578 -0.602076 -0.449061 0.0292 0.0283 0.0009 nan nan
2459570 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.243115 0.087550 0.265080 0.142483 0.022851 -0.022851 -1.230160 -0.832033 0.0801 0.0836 0.0117 1.214242 1.213187
2459569 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.244869 -0.899521 2.621250 1.092997 1.293038 0.006159 1.776503 0.691615 0.0915 0.0726 0.0069 1.264232 1.270583
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.986483 -0.694749 3.414373 1.521998 1.718998 0.511007 -1.230865 -0.388151 0.0877 0.0756 0.0108 -0.000000 -0.000000
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.458228 -0.458228 -0.411532 -0.411532 -0.677191 -0.677191 -0.808887 -0.808887 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.029774 -0.951693 -2.264301 -1.545835 4.586210 1.222683 -0.514188 0.975913 0.0915 0.0804 0.0090 1.212389 1.217878
2459563 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.136778 -0.598240 1.069571 0.315278 0.210443 0.712377 -0.716145 1.279786 0.0955 0.0837 0.0104 1.156012 1.153183
2459562 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.728335 -1.447307 -2.476015 -1.449305 -1.401962 -0.083388 -0.718534 0.199902 0.0999 0.0850 0.0106 1.225657 1.231436
2459561 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.491820 -1.646815 -2.412782 -1.587369 -1.162387 0.004544 -1.170719 0.472605 0.0849 0.0751 0.0066 1.262714 1.272530
2459560 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.675949 -1.309921 -2.407737 -1.574691 -0.962617 -0.173947 -0.629017 0.240993 0.0942 0.0779 0.0109 1.266448 1.276066
2459559 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.594872 -1.466569 -2.341179 -1.729365 -1.246520 -0.286281 -0.717785 -0.473690 0.0867 0.0630 0.0076 1.217535 1.221413
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.212445 -0.396882 4.261406 1.640861 1.646563 -0.265290 -0.950706 0.074700 0.0951 0.0803 0.0093 1.215157 1.216192
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0295 0.0284 0.0009 nan nan
2459556 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.288710 -0.309611 4.443470 1.648870 1.884656 0.064342 -1.600455 0.286458 0.0760 0.0720 0.0049 1.195322 1.194213
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0935 0.0779 0.0096 nan nan
2459553 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0730 0.0613 0.0044 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.235106 -0.263527 5.893707 3.452512 3.635224 0.291238 -0.861321 -0.516960 0.0835 0.0697 0.0090 10.650549 8.694952
2459551 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.975301 -1.273548 -2.889691 -1.924033 -1.844858 -0.475292 -0.809596 -0.256375 0.0836 0.0827 0.0098 1.222490 1.226173
2459550 digital_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0465 0.0466 0.0012 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.184586 -0.109931 4.089567 1.822460 2.135293 0.321830 -0.981635 -0.055804 0.0820 0.0773 0.0097 1.204293 1.203906
2459542 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.795837 -0.386813 2.996621 1.751947 2.944419 0.580256 -0.832234 0.518261 0.0881 0.0802 0.0097 1.206385 1.204818
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.747935 -0.856250 5.339804 2.393069 2.796455 1.126064 1.305105 0.628474 0.0957 0.0798 0.0102 1.236867 1.233290
2459540 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.420484 -1.326095 -1.207565 -1.640715 -2.412177 -1.592340 -1.254082 -0.494189 0.0925 0.0752 0.0121 1.225235 1.221874
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.288711 -0.476313 7.008460 3.995263 5.372888 1.750769 -0.288570 0.734509 0.0909 0.0761 0.0130 1.156993 1.153868
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.159010 -0.961558 -1.365640 -1.527331 -2.704989 -1.460572 -0.972264 -0.387270 0.1125 0.0850 0.0190 1.263265 1.258411
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.139243 -1.138112 -2.261438 -1.508379 -1.698134 -0.866012 -0.570647 0.169871 0.1061 0.0759 0.0101 1.217692 1.214425
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.661579 0.135755 4.399465 2.095251 1.959929 0.983327 -1.308882 0.401044 0.0898 0.0752 0.0097 1.229614 1.228391
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.052891 0.177146 5.879834 2.667736 2.950968 1.319523 -1.210708 0.035819 0.0918 0.0745 0.0113 1.261824 1.259153
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.497672 -1.449648 -2.189137 -1.439578 -1.591294 -0.355265 -0.604327 0.892911 0.1162 0.0777 0.0144 1.274190 1.268300
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.828734 -0.801141 4.835377 2.400062 5.627741 1.642577 -1.078857 0.103485 0.0910 0.0794 0.0059 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 1.925134 -1.495759 5.503757 2.981073 29.079879 29.434814 13.853501 15.660685 nan nan nan 1.480896 1.487515
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.011065 0.700029 6.082112 3.246035 0.364557 9.440842 -0.616756 3.485176 0.0910 0.0820 0.0059 1.238075 1.239812
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.338764 0.705573 0.342801 0.012843 0.321016 2.256077 -0.623624 -0.094174 0.0317 0.0331 0.0015 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.308317 -0.844706 3.815248 1.373077 2.987127 1.685477 2.488131 0.951811 0.9071 0.9567 0.1815 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.358531 -1.301140 4.921500 1.463200 3.103044 4.717749 -0.308719 0.942311 0.8884 0.8533 0.2055 10.202640 8.704844
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.360788 0.153566 5.343127 2.658107 7.837973 3.851209 -0.629796 -0.616247 0.8479 0.8556 0.4947 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 36: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 6.136214 5.353804 6.136214 0.599141 2.813268 0.370377 2.364378 0.621816 2.213266

Antenna 36: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 5.561868 5.561868 4.979200 2.610656 0.598531 2.412506 0.288207 1.376765 0.464221

Antenna 36: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 10.458820 10.458820 9.290009 7.622429 1.027904 4.732125 0.167253 5.330055 1.421891

Antenna 36: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Shape 6.494450 6.494450 6.443215 0.575854 3.073899 0.496300 0.895368 0.016579 0.536561

Antenna 36: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 8.647693 7.662615 8.647693 0.247732 5.611653 0.700603 4.694400 2.036255 6.983990

Antenna 36: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 6.625710 5.694540 6.625710 0.235318 3.689106 -0.462337 1.334239 0.062543 2.012244

Antenna 36: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 3.093088 3.093088 3.031791 2.920714 0.160698 2.357444 0.323153 1.860953 0.017225

Antenna 36: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 7.097983 6.403238 7.097983 0.620409 3.279625 0.800961 3.171318 0.115085 1.308130

Antenna 36: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 5.401082 4.935034 5.401082 0.424332 2.865700 1.000662 1.797194 0.111713 1.403854

Antenna 36: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 7.929109 7.929109 7.241978 3.680550 0.823238 2.960117 -0.214195 1.750279 0.384895

Antenna 36: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 9.075471 8.466155 9.075471 2.199739 8.215994 2.337171 3.384091 0.540276 2.020041

Antenna 36: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Temporal Variability 9.235612 8.455302 8.603454 0.810866 7.117959 1.208559 9.235612 -0.017883 1.880978

Antenna 36: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Temporal Discontinuties 17.003544 6.607266 6.953956 0.667693 3.573773 2.109381 2.253013 4.444191 17.003544

Antenna 36: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 6.614717 5.905419 6.614717 0.624666 4.631649 1.032388 2.658566 0.998915 4.625563

Antenna 36: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Temporal Variability 5.601688 1.269596 -0.370954 1.552264 3.381760 5.601688 -0.292083 2.054056 3.420302

Antenna 36: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 8.005758 2.553197 0.070486 3.939342 8.005758 0.989996 2.261420 2.527548 5.000948

Antenna 36: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 10.386519 7.380570 8.200713 0.993976 10.386519 3.389621 5.432815 0.987080 4.999073

Antenna 36: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 4.329991 4.329991 4.008609 3.403009 -0.150306 3.124614 0.004520 2.975214 0.153535

Antenna 36: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 3.420889 -0.535626 1.695542 3.420889 1.243119 0.079075 1.197130 2.584245 0.807170

Antenna 36: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 3.311812 -0.416847 1.351671 3.311812 1.162743 -0.312146 -0.447787 2.313811 0.963686

Antenna 36: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 3.943528 -0.400944 1.830116 3.943528 1.380540 0.198130 0.951005 2.848228 1.558448

Antenna 36: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Temporal Variability 12.845718 8.988103 8.464804 8.626704 0.802733 12.845718 2.221470 3.540345 0.846802

Antenna 36: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 3.265411 1.121993 -0.416043 1.342332 3.265411 0.198302 0.701483 1.161157 2.120993

Antenna 36: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 3.467005 -0.375021 0.801061 3.467005 1.647326 0.319171 -0.137526 1.393840 0.338795

Antenna 36: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Temporal Discontinuties 2.701130 -0.341116 0.538789 2.311282 0.926517 0.770712 0.831650 2.701130 1.053598

Antenna 36: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 3.173592 -0.299766 1.248376 3.173592 1.443456 1.466203 0.294727 3.050177 1.448399

Antenna 36: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 2.578318 -0.446608 0.600888 2.578318 0.961393 -0.551881 -0.291090 1.465044 0.488067

Antenna 36: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Shape 9.483995 8.722846 9.483995 1.224709 7.901267 1.363291 6.156356 1.877477 7.067416

Antenna 36: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Temporal Variability 3.303638 0.409658 -0.395678 1.503562 2.886143 3.303638 0.960050 0.130448 0.495413

Antenna 36: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 2.157505 -0.452140 0.564986 2.157505 0.960107 -0.331300 0.511036 1.760988 0.803107

Antenna 36: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Temporal Variability 5.328450 1.238480 -0.276183 1.775183 3.674661 5.328450 3.818125 1.707301 3.825176

Antenna 36: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 2.598802 1.256342 -0.337401 1.211136 2.598802 1.734841 0.787316 0.755185 2.510498

Antenna 36: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Temporal Discontinuties 2.732704 0.855422 -0.388311 0.986998 2.231150 1.014769 0.574598 1.343741 2.732704

Antenna 36: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance ee Shape 7.229257 7.229257 7.096477 0.320564 6.308729 0.662320 5.839106 0.727735 4.072310

Antenna 36: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 2.808050 -0.353071 1.264164 2.808050 1.525658 0.027951 0.370914 2.444276 0.877615

Antenna 36: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 6.771375 5.583377 5.043237 6.771375 1.054467 5.562605 0.638519 2.044096 1.117354

Antenna 36: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Power 0.650831 -0.035573 0.324524 0.650831 0.267125 -0.084269 -0.512733 0.058036 -0.288201

Antenna 36: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 RF_maintenance nn Temporal Variability 2.687375 0.171257 0.604160 0.298291 0.116875 2.687375 0.430144 0.382824 0.029312

Antenna 36: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 digital_ok ee Shape 6.019644 6.019644 5.455059 0.285923 4.621566 0.647087 3.542857 1.542527 5.851956

Antenna 36: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 digital_ok ee Shape 0.799435 0.749506 0.799435 -1.245085 -1.507672 -1.278223 -1.354605 -0.386417 -0.493877

Antenna 36: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 digital_ok nn Temporal Variability 229.348294 4.320357 -0.287776 12.476736 -0.712646 229.348294 29.592684 1.835415 -0.319145

Antenna 36: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 digital_ok nn Temporal Variability 1.779790 -0.625683 0.385183 -0.996046 -0.626924 1.779790 -0.726756 0.276074 -0.248001

Antenna 36: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 digital_ok nn Temporal Variability 23.812727 -0.217500 0.798614 -0.560246 -0.136475 23.812727 -0.280479 0.727785 0.309058

Antenna 36: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 digital_ok ee Temporal Variability 1.548811 -0.090037 -1.402489 0.128451 -1.233922 1.548811 0.776321 -0.380092 1.048119

Antenna 36: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 digital_ok ee Temporal Variability 1.858920 -1.285967 -0.076858 -0.643386 -0.709981 1.249492 1.858920 1.088594 -0.059058

Antenna 36: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 digital_ok ee Temporal Variability -3.032516 -4.225913 -4.225913 -3.647070 -3.647070 -3.032516 -3.032516 -3.322239 -3.322239

Antenna 36: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 digital_ok nn Power -0.663106 -0.674491 -0.674491 -0.663106 -0.663106 -0.674491 -0.674491 -0.674491 -0.674491

Antenna 36: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 N03 digital_ok ee Shape 0.326642 0.326642 0.326642 0.250536 0.250536 0.099293 0.099293 0.049613 0.049613

Antenna 36: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 N03 digital_ok nn Temporal Discontinuties -0.102337 -1.373275 -0.778728 -0.668398 -0.418221 -0.762679 -0.537996 -0.102337 -0.996679

Antenna 36: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 0.642297 0.088840 -1.500731 0.308290 -0.448663 -0.000091 0.642297 0.155957 -0.333612

Antenna 36: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 1.114854 -0.131459 -0.835947 -0.168299 -0.691920 -0.820279 0.068248 -0.017453 1.114854

Antenna 36: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 0.999167 -0.310619 -0.911019 0.924668 -0.435279 -0.651580 0.681066 -0.922524 0.999167

Antenna 36: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 1.096309 -0.642396 -0.866200 1.096309 0.050534 -0.313486 -0.545744 -1.316700 -0.145377

Antenna 36: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 0.958850 -0.326592 -1.178128 -0.735971 -0.686787 0.632672 0.385180 -0.297067 0.958850

Antenna 36: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 36: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 6.719149 -1.303435 -0.667833 0.324822 1.045284 6.719149 3.691055 1.161122 0.798597

Antenna 36: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 0.499048 -1.830596 -0.457924 -0.176767 0.081703 -0.025146 0.499048 0.106586 -1.049472

Antenna 36: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 0.296981 -1.530430 -0.047139 -0.249520 -0.163572 -0.100417 0.114713 0.296981 -0.982702

Antenna 36: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 0.719614 -0.737209 -1.726733 0.719614 0.065861 -0.666505 0.589673 -0.754158 -0.028271

Antenna 36: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 1.866965 -1.775364 -0.339219 -0.300581 0.021054 1.635991 1.866965 0.264204 -0.777214

Antenna 36: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 1.971259 -0.048291 -1.539920 0.132531 0.043350 1.181184 1.971259 -0.119667 0.407463

Antenna 36: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 1.772948 -1.832519 -0.463206 0.268466 0.612520 1.379169 1.772948 0.280043 -0.389407

Antenna 36: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 1.024931 -0.546089 -1.251998 0.514259 0.224922 0.779231 0.928080 -0.657169 1.024931

Antenna 36: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 0.981817 -1.678606 -0.524020 -0.105657 0.767673 0.981817 -0.004147 0.052857 -0.732927

Antenna 36: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 0.743961 -0.599654 0.272360 0.404346 0.542570 0.743961 -0.121861 -0.151939 -0.238291

Antenna 36: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 36: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 0.671873 -0.767220 0.258068 -0.512468 -0.604568 0.412935 -0.109645 0.671873 -0.034380

Antenna 36: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 1.444340 -0.027207 -1.379625 0.632705 -0.179135 1.444340 0.377619 0.786976 0.397778

Antenna 36: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Discontinuties 1.280856 -0.837929 -1.683234 0.845115 0.422761 0.500992 0.055413 1.280856 1.083683

Antenna 36: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 2.251449 -1.155042 -0.794601 0.099408 0.062564 1.674655 2.251449 0.097794 0.066757

Antenna 36: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 2.315334 -0.543831 -0.359708 0.501598 0.919274 2.259976 2.315334 -0.066931 -0.865148

Antenna 36: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 1.035449 0.340637 -0.586068 -0.753752 -0.567539 -0.018054 1.035449 0.189000 0.476300

Antenna 36: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 1.078250 -0.931594 -0.019078 0.332975 1.078250 1.073902 0.678498 -0.055516 -0.408165

Antenna 36: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 1.476093 -0.277252 -1.247778 1.476093 0.293440 1.363290 0.761470 -1.014832 -0.040204

Antenna 36: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 1.219090 -1.472762 -0.230469 0.167664 0.914159 1.096847 1.219090 0.643629 -1.056962

Antenna 36: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 0.810915 -1.481734 -0.511654 0.156155 0.043348 0.810915 -0.124055 -0.040173 -0.656216

Antenna 36: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 1.778226 -1.564027 -0.203194 0.460696 1.202896 0.757617 0.710385 1.778226 -0.307530

Antenna 36: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Variability 119.726959 -0.003635 -0.614311 5.069639 1.410796 119.726959 0.803471 6.809935 -0.376120

Antenna 36: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Shape 1.165473 1.165473 -0.027514 -0.503244 -0.497119 -0.087503 0.795261 -0.436378 -0.245841

Antenna 36: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 1.891054 -1.072048 -0.443822 0.711382 0.890394 0.593046 1.891054 -0.280320 -0.872837

Antenna 36: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 0.712671 -0.772946 -2.058118 0.382089 -0.017199 0.712671 0.004210 -0.033283 -0.355345

Antenna 36: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 1.329072 -1.322314 -0.721050 1.329072 0.914301 0.150514 -0.346054 0.958997 0.799463

Antenna 36: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 0.884482 -1.334099 -0.161909 0.352839 0.884482 0.165150 0.251114 0.222048 0.534750

Antenna 36: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 2.126522 -0.258850 -1.161696 1.491125 0.456129 0.595470 0.339840 -0.438811 2.126522

Antenna 36: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 36: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Temporal Variability 31035.058971 1.123846 1.123846 1033.906763 1033.906763 31035.058971 31035.058971 6.547753 6.547753

Antenna 36: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 1.591311 0.143759 -1.491965 1.591311 0.474209 0.832892 0.226242 -0.903409 -0.264296

Antenna 36: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok nn Temporal Discontinuties 4.705717 -0.190149 -1.411942 1.412668 0.255961 1.746844 1.951456 3.484075 4.705717

Antenna 36: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 36: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 1.647823 0.577890 -1.286727 1.647823 0.574324 0.705231 0.229286 -0.970787 -0.096284

Antenna 36: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 1.144611 0.087088 -1.157382 1.144611 0.172675 0.093219 -0.076797 -0.838215 -0.255997

Antenna 36: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
36 3 digital_ok ee Power 2.100021 -0.121515 -1.136538 2.100021 0.437909 0.445120 0.783566 -0.051250 1.012522